Recent advances in baggage threat detection: A comprehensive and systematic survey

D Velayudhan, T Hassan, E Damiani… - ACM Computing …, 2022 - dl.acm.org
X-ray imagery systems have enabled security personnel to identify potential threats
contained within the baggage and cargo since the early 1970s. However, the manual …

Computer vision on x-ray data in industrial production and security applications: A comprehensive survey

M Rafiei, J Raitoharju, A Iosifidis - Ieee Access, 2023 - ieeexplore.ieee.org
X-ray imaging technology has been used for decades in clinical tasks to reveal the internal
condition of different organs, and in recent years, it has become more common in other …

Tensor pooling-driven instance segmentation framework for baggage threat recognition

T Hassan, S Akcay, M Bennamoun, S Khan… - Neural Computing and …, 2022 - Springer
Automated systems designed for screening contraband items from the X-ray imagery are still
facing difficulties with high clutter, concealment, and extreme occlusion. In this paper, we …

Detect occluded items in X-ray baggage inspection

B Wang, Y Tian, J Wang, J Hu, D Liu, Z Xu - Computers & Graphics, 2023 - Elsevier
X-ray baggage inspection automatically determines whether there are prohibited items in
passenger luggage and has recently achieved good progress due to the development of …

Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation

A Ahmed, D Velayudhan, T Hassan… - … Applications of Artificial …, 2024 - Elsevier
The task of automatically identifying hazardous items in luggage through X-ray scans is
highly crucial, yet immensely complex. This method presents an improvement over the …

Towards dual-view x-ray baggage inspection: A large-scale benchmark and adaptive hierarchical cross refinement for prohibited item discovery

B Ma, T Jia, M Li, S Wu, H Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Dual-view baggage inspection has been widely applied in real-world scenarios, where
orthogonal viewpoints are deployed to capture diverse and complementary information …

MFA-net: Object detection for complex X-ray cargo and baggage security imagery

T Viriyasaranon, SH Chae, JH Choi - Plos one, 2022 - journals.plos.org
Deep convolutional networks have been developed to detect prohibited items for automated
inspection of X-ray screening systems in the transport security system. To our knowledge …

Programmable broad learning system for baggage threat recognition

M Shafay, A Ahmed, T Hassan, J Dias… - Multimedia Tools and …, 2024 - Springer
Detecting illegal and harmful objects in baggage at airports, subways, and bus stations has
always been a difficult task that requires intense focus and concentration. Despite recent …

Transformers for imbalanced baggage threat recognition

D Velayudhan, AH Ahmed, T Hassan… - … on Robotic and …, 2022 - ieeexplore.ieee.org
Baggage screening for identifying concealed threat items has become inevitable for
maintaining public security at high-risk locations, including airports and border checkpoints …

A binary sparrow search algorithm for feature selection on classification of X-ray security images

A Babalik, A Babadag - Applied Soft Computing, 2024 - Elsevier
In today's world, especially in public places, strict security measures are being implemented.
Among these measures, the most common is the inspection of the contents of people's …